<html><head><title>Analyst, Applied Data and Machine Learning - San Francisco, CA 94105</title></head>
<body><h2>Analyst, Applied Data and Machine Learning - San Francisco, CA 94105</h2>
<p>Minimum qualifications:</p><ul>
<li>Bachelor's degree or equivalent practical experience in academic research and experimental design</li><li>3 years of relevant work experience</li><li>Experience in a statistical programming language (R or Python) and applied machine learning techniques, including dimensionality reduction strategies, supervised and unsupervised classification, and natural language processing frameworks</li><li>Experience with Business Intelligence tools</li></ul><br/>
<p>Preferred qualifications:</p><ul>
<li>Master's degree or PhD</li><li>5 years of relevant work experience</li><li>Experience with Deep Learning frameworks</li><li>Experience with patent data and third party vendors. Familiarity with patents or other legal verticals</li><li>Knowledge of database engineering, application architecture, ETL processes and SQL. Programming skills in Java or C/C++, knowledge of Unix/Linux scripting, and experience building and utilizing APIs</li><li>Excellent interpersonal, leadership and communication skills, including the ability to explain complex technical concepts in simple terms and desire to work closely with end-users</li></ul><div><h2 class="jobSectionHeader"><b>About the job</b></h2><p>
Our Patent team is an invigorating, inspiring team of innovators and attorneys who are passionate about future technologies and excited about resolving their ensuing legal challenges. As a member of this team, you have the unique opportunity to develop and implement Google's strategy to protect, defend and capture the value of its patents. You dive into varied and interesting tasks that include patent-related protection, licensing, dispute resolution (pre-litigation and litigation), acquisition, deals and policy work. You work with engineers, product developers, executives and other legal team members, and are responsible for managing outside counsel.</p>
<p>The Data Science team (DST) is the analytical engine, dedicated to providing technical expertise in applications, backend architecture, algorithms, and visualizations to help drive strategic objectives. DST works closely with internal teams to provide in-depth data analytics and statistical analysis for a variety of use cases, including patent threat analysis, risk mitigation and portfolio strategy. DST is also involved in building machine-learning algorithms and tools to enhance our understanding of our own portfolio.
</p><p>As an Analyst, you'll use a variety of tools and languages to make sense of large amounts of patent data, generate patent and business intelligence applications, contribute to novel statistical and machine learning models, and work closely with Legal team members to constantly search for ways to make existing workflows and processes more efficient with data science. You will work with legal team members, outside counsel, consultants and analytics service providers. You will be a critical contributor to DST’s mission of maximally leveraging data science techniques.</p><p>
20th century laws don't always solve 21st century problems, and Google Legal crafts innovative approaches for handling some of the toughest legal challenges of the information age. Whether you're a patent attorney, an intellectual property expert or an engineer headed to law school, Google Legal lets you take on unanswered legal quandaries and create new precedents. Our innovative services raise challenging questions that demand creative and practical answers. We provide those answers by working at the crossroads of the law and new technology, helping Google build innovative and important products for users around the world.</p></div><div><h2 class="jobSectionHeader"><b>
Responsibilities</b></h2><ul>
<li>Build and manage data infrastructure, ETLs, and data integrity across multiple patent workflow applications</li><li>Design and deploy machine learning algorithms and models to facilitate strategic initiatives</li><li>Leverage advanced statistical analysis for patent portfolio strategy and development</li><li>Work closely with stakeholders to come up with data-driven tools and solutions to meet business objectives</li><li>Support advanced Business Intelligence (BI) tools and customized analytics to facilitate data-driven decision making</li></ul></div>At Google, we don’t just accept difference—we celebrate it, we support it, and we thrive on it for the benefit of our employees, our products and our community. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing this form.</body>
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